A Vertical Federated Learning Framework for Horizontally Partitioned Labels

no code implementations • 18 Jun 2021 • Wensheng Xia, Ying Li, Lan Zhang, Zhonghai Wu, Xiaoyong Yuan

To address these challenges, we propose a novel vertical federated learning framework named Cascade Vertical Federated Learning (CVFL) to fully utilize all horizontally partitioned labels to train neural networks with privacy-preservation.

Vertical Federated Learning